Constructing Bayesian Networks Automatically using Ontologies

  title={Constructing Bayesian Networks Automatically using Ontologies},
  author={Ann Devitt and Boris Danev and Katar{\'i}na Matus{\'i}kov{\'a}},
Bayesian Networks are probabilistic structured represent ations of domains which have been applied to monitoring and manipulating cause and effects for modelled systems as d isparate as the weather, disease and mobile telecommunicat io s networks. Although useful, Bayesian Networks are notoriou sly difficult to build accurately and efficiently which has so mewhat limited their application to real world problems. Ontologi es are also a structured representation of knowledge, encod ing facts and… CONTINUE READING
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